CF Plugin Neural Coordination

CF Plugin Neural Coordination

Neural coordination plugin for multi-agent swarm intelligence using Self-Optimizing Neural Architecture (SONA), Graph Neural Networks (GNN), and attention mechanisms to optimize agent communication and decision-making.

Quick Command Reference

Installation

Via claude-flow: Already included with npx @claude-flow/cli@latest init Standalone: npx @claude-flow/plugin-neural-coordination@latest

Activation

# Enable the plugin
npx @claude-flow/cli@latest plugins toggle --enable neural-coordination

# Verify activation
npx @claude-flow/cli@latest plugins info neural-coordination

Plugin Capabilities

SONA (Self-Optimizing Neural Architecture)

Adapts agent communication patterns in real-time (<0.05ms) based on task characteristics and agent performance, automatically adjusting routing weights.

npx @claude-flow/cli@latest mcp exec neural-coordination.sona \
  --swarm-id my-swarm --action optimize --learning-rate 0.001

GNN (Graph Neural Network)

Models agent interactions as a graph and applies message-passing neural networks to learn optimal coordination strategies, improving context retrieval accuracy by ~12%.

npx @claude-flow/cli@latest mcp exec neural-coordination.gnn \
  --swarm-id my-swarm --layers 3 --action predict-routing

Attention Mechanisms

Multi-head attention over agent outputs for weighted consensus, flash attention for large swarms (2.5-7.5x speedup), and cross-attention for inter-agent communication.

npx @claude-flow/cli@latest mcp exec neural-coordination.attention \
  --swarm-id my-swarm --mode flash --heads 8

Swarm Topology Optimization

Analyzes current swarm topology and suggests optimal restructuring based on communication patterns and task requirements.

npx @claude-flow/cli@latest mcp exec neural-coordination.topology \
  --swarm-id my-swarm --suggest --constraint latency

Common Patterns

Optimize Swarm Communication

npx @claude-flow/cli@latest plugins toggle --enable neural-coordination
npx @claude-flow/cli@latest mcp exec neural-coordination.sona \
  --swarm-id my-swarm --action optimize
npx @claude-flow/cli@latest mcp exec neural-coordination.topology \
  --swarm-id my-swarm --suggest

Neural-Enhanced Consensus

npx @claude-flow/cli@latest mcp exec neural-coordination.attention \
  --swarm-id my-swarm --mode flash --consensus weighted

Train GNN on Historical Swarm Data

npx @claude-flow/cli@latest mcp exec neural-coordination.gnn \
  --action train --data swarm-history.json --epochs 50
npx @claude-flow/cli@latest mcp exec neural-coordination.gnn \
  --swarm-id my-swarm --action predict-routing

RAN DDD Context

Bounded Context: Agent Orchestration

References

• Command reference: See references/commands.md
• Full README
• npm